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eliphatfs merged 2 commits into from
Aug 16, 2023
Merged

Doc-strings and type annotations for CustomDiffusionAttnProcessor2_0. #1

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7b782bc
Update attnprocessor.md
eliphatfs Aug 16, 2023
32ece77
Update attention_processor.py
eliphatfs Aug 16, 2023
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5 changes: 4 additions & 1 deletion docs/source/en/api/attnprocessor.md
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Expand Up @@ -17,6 +17,9 @@ An attention processor is a class for applying different types of attention mech
## CustomDiffusionAttnProcessor
[[autodoc]] models.attention_processor.CustomDiffusionAttnProcessor

## CustomDiffusionAttnProcessor2_0
[[autodoc]] models.attention_processor.CustomDiffusionAttnProcessor2_0

## AttnAddedKVProcessor
[[autodoc]] models.attention_processor.AttnAddedKVProcessor

Expand All @@ -39,4 +42,4 @@ An attention processor is a class for applying different types of attention mech
[[autodoc]] models.attention_processor.SlicedAttnProcessor

## SlicedAttnAddedKVProcessor
[[autodoc]] models.attention_processor.SlicedAttnAddedKVProcessor
[[autodoc]] models.attention_processor.SlicedAttnAddedKVProcessor
4 changes: 3 additions & 1 deletion src/diffusers/models/attention_processor.py
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Expand Up @@ -1468,7 +1468,8 @@ def __call__(self, attn: Attention, hidden_states, encoder_hidden_states=None, a

class CustomDiffusionAttnProcessor2_0(nn.Module):
r"""
Processor for implementing attention for the Custom Diffusion method.
Processor for implementing attention for the Custom Diffusion method
using PyTorch 2.0’s memory-efficient scaled dot-product attention.

Args:
train_kv (`bool`, defaults to `True`):
Expand Down Expand Up @@ -1758,6 +1759,7 @@ def __call__(self, attn: "Attention", hidden_states, encoder_hidden_states=None,
LoRAAttnAddedKVProcessor,
CustomDiffusionAttnProcessor,
CustomDiffusionXFormersAttnProcessor,
CustomDiffusionAttnProcessor2_0,
]

LORA_ATTENTION_PROCESSORS = (
Expand Down